Bibliographic record
Abstract
The Artist Brigade is an exciting artist-activist project to “stay with the trouble” of global warming and changing climates. Since August 2020, four ‘lilypad’ gatherings co-convened by Kendra Fanconi (The Only Animal), the BC Alliance for Arts + Culture, Sherry Yano (the David Suzuki Foundation), Marie Lopes (Vancouver Park Board), Sue Biely (Story Money Impact), and Lolehawk (Stό:lō Nation) have brought together artists with other stakeholders on the land to discover how we can collaboratively respond to the needs for climate action around the Vedder River, Dakota Valley, Heather Lands, and Howe Sound. Drawing on Potawatomi scholar Kyle Powys Whyte’s distinction between an “epistemology of crisis” and an “epistemology of coordination,” Kimberly Skye Richards discusses the strategies deployed by the Artist Brigade for responding responsibly to our situation of living amid the earth’s sixth great extinction event.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".